{"id":"W4411333985","doi":"10.1071/sh24230","title":"Factors associated with time to presentation to Sydney Sexual Health Centre, Australia, after STI contact notification","year":2025,"lang":"en","type":"article","venue":"Sexual Health","topic":"Adolescent Sexual and Reproductive Health","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"Kensington Health","funders":"","keywords":"Thrush; Medicine; Genital warts; Partner notification; Presentation (obstetrics); Sexual contact; Reproductive health; Observational study; Sexual health clinic; Contact tracing; Family medicine; Demography; Men who have sex with men; Pediatrics; Gonorrhea; Human immunodeficiency virus (HIV); Population; Syphilis; Coronavirus disease 2019 (COVID-19); Internal medicine; Obstetrics; Environmental health; Cancer","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaepi_narrow","sts","insufficient_payload"],"consensus_categories":[],"category_scores_codex":[0.001817672,0.0005156151,0.0009314064,0.0004748774,0.001401977,0.00003194452,0.000290666,0.0002788845,0.0006767708],"category_scores_gemma":[0.0005106708,0.0004072695,0.00003829807,0.001387438,0.00006038516,0.0002275778,0.0001539296,0.001020247,0.001663911],"about_ca_system_candidate":false,"about_ca_system_consensus":false,"about_ca_system_score_codex":0.00257901,"about_ca_system_score_gemma":0.002990508,"about_ca_topic_candidate":true,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.007874129,"about_ca_topic_score_gemma":0.006260827,"domain_scores_codex":[0.9927537,0.001964313,0.001390075,0.001344283,0.000709347,0.001838312],"domain_scores_gemma":[0.9961621,0.0004540226,0.0006613694,0.0007990455,0.000527654,0.001395876],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"observational","study_design_gemma":"observational","study_design_scores_codex":[0.001993755,0.002230164,0.562892,0.003327701,0.0002513748,0.000005414814,0.04945333,0.0001922288,0.000536688,0.001034102,0.3657808,0.01230246],"study_design_scores_gemma":[0.001218918,0.001976148,0.96584,0.000870187,0.00002208818,3.123202e-7,0.01116367,0.00004351052,0.00003340859,0.00004909792,0.01834736,0.0004352728],"study_design_candidate":"observational","study_design_consensus":"observational","genre_codex":"empirical","genre_gemma":"empirical","genre_scores_codex":[0.935299,0.0001033459,0.00169674,0.0530464,0.001287546,0.007159462,0.0005790115,0.0003837319,0.0004447722],"genre_scores_gemma":[0.8702441,0.000004313478,0.0002190776,0.0203491,0.0004411494,0.000249886,0.001063918,0.0000776794,0.1073507],"genre_candidate":"empirical","genre_consensus":"empirical","teacher_disagreement_score":0.4029481,"threshold_uncertainty_score":0.9998981,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.1832422475333935,"score_gpt":0.4619473425683728,"score_spread":0.2787050950349793,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}